U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV
Fuente:
arXiv
Saved in:
| Main Authors: | Ye, Hongbo, Tang, Fenghe, Zhao, Peiang, Huang, Zhen, Zhao, Dexin, Bian, Minghao, Zhou, S. Kevin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV
by: Yang, Zhiwen, et al.
Published: (2024)
by: Yang, Zhiwen, et al.
Published: (2024)
FS-RWKV: Leveraging Frequency Spatial-Aware RWKV for 3T-to-7T MRI Translation
by: Lei, Yingtie, et al.
Published: (2025)
by: Lei, Yingtie, et al.
Published: (2025)
Mobile U-ViT: Revisiting large kernel and U-shaped ViT for efficient medical image segmentation
by: Tang, Fenghe, et al.
Published: (2025)
by: Tang, Fenghe, et al.
Published: (2025)
EvRWKV: A Continuous Interactive RWKV Framework for Effective Event-Guided Low-Light Image Enhancement
by: Cai, Wenjie, et al.
Published: (2025)
by: Cai, Wenjie, et al.
Published: (2025)
RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation
by: Jiang, Juntao, et al.
Published: (2025)
by: Jiang, Juntao, et al.
Published: (2025)
MD-RWKV-UNet: Scale-Aware Anatomical Encoding with Cross-Stage Fusion for Multi-Organ Segmentation
by: Fang, Zhuoyi
Published: (2026)
by: Fang, Zhuoyi
Published: (2026)
PathRWKV: Enhancing Whole Slide Image Inference with Asymmetric Recurrent Modeling
by: Zhang, Tianyi, et al.
Published: (2025)
by: Zhang, Tianyi, et al.
Published: (2025)
BAAF: A benchmark attention adaptive framework for medical ultrasound image segmentation tasks
by: Chen, Gongping, et al.
Published: (2023)
by: Chen, Gongping, et al.
Published: (2023)
UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation
by: Zhao, Weiren, et al.
Published: (2025)
by: Zhao, Weiren, et al.
Published: (2025)
A hybrid approach for improving U-Net variants in medical image segmentation
by: Gupta, Aitik, et al.
Published: (2023)
by: Gupta, Aitik, et al.
Published: (2023)
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation
by: Huang, De-Xing, et al.
Published: (2024)
by: Huang, De-Xing, et al.
Published: (2024)
Volumetric medical image segmentation through dual self-distillation in U-shaped networks
by: Banerjee, Soumyanil, et al.
Published: (2023)
by: Banerjee, Soumyanil, et al.
Published: (2023)
Are foundation models efficient for medical image segmentation?
by: Ferreira, Danielle, et al.
Published: (2023)
by: Ferreira, Danielle, et al.
Published: (2023)
3DGR-CAR: Coronary artery reconstruction from ultra-sparse 2D X-ray views with a 3D Gaussians representation
by: Fu, Xueming, et al.
Published: (2024)
by: Fu, Xueming, et al.
Published: (2024)
Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation
by: Huang, Ling, et al.
Published: (2023)
by: Huang, Ling, et al.
Published: (2023)
HyperSpace: Hypernetworks for spacing-adaptive image segmentation
by: Joutard, Samuel, et al.
Published: (2024)
by: Joutard, Samuel, et al.
Published: (2024)
Shape-intensity knowledge distillation for robust medical image segmentation
by: Dong, Wenhui, et al.
Published: (2024)
by: Dong, Wenhui, et al.
Published: (2024)
In-context learning for medical image segmentation
by: Takaya, Eichi, et al.
Published: (2024)
by: Takaya, Eichi, et al.
Published: (2024)
Text-guided multi-stage cross-perception network for medical image segmentation
by: Chen, Gaoyu, et al.
Published: (2025)
by: Chen, Gaoyu, et al.
Published: (2025)
Conditional diffusion model with spatial attention and latent embedding for medical image segmentation
by: Hejrati, Behzad, et al.
Published: (2025)
by: Hejrati, Behzad, et al.
Published: (2025)
Is the medical image segmentation problem solved? A survey of current developments and future directions
by: Xu, Guoping, et al.
Published: (2025)
by: Xu, Guoping, et al.
Published: (2025)
Rethinking domain generalization in medical image segmentation: One image as one domain
by: Hong, Jin, et al.
Published: (2025)
by: Hong, Jin, et al.
Published: (2025)
Quantum-enhanced unsupervised image segmentation for medical images analysis
by: Domingo, Laia, et al.
Published: (2024)
by: Domingo, Laia, et al.
Published: (2024)
End-to-end autoencoding architecture for the simultaneous generation of medical images and corresponding segmentation masks
by: Kebaili, Aghiles, et al.
Published: (2023)
by: Kebaili, Aghiles, et al.
Published: (2023)
Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation
by: de Dumast, Priscille, et al.
Published: (2021)
by: de Dumast, Priscille, et al.
Published: (2021)
DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation
by: Fu, Zhaojin, et al.
Published: (2024)
by: Fu, Zhaojin, et al.
Published: (2024)
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation
by: Sørensen, Kristine, et al.
Published: (2025)
by: Sørensen, Kristine, et al.
Published: (2025)
CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network
by: Tang, Fenghe, et al.
Published: (2022)
by: Tang, Fenghe, et al.
Published: (2022)
Semantics Guided Disentangled GAN for Chest X-ray Image Rib Segmentation
by: Huang, Lili, et al.
Published: (2024)
by: Huang, Lili, et al.
Published: (2024)
KM-UNet KAN Mamba UNet for medical image segmentation
by: Zhang, Yibo
Published: (2025)
by: Zhang, Yibo
Published: (2025)
Rich-U-Net: A medical image segmentation model for fusing spatial depth features and capturing minute structural details
by: Fang, Zhuoyi, et al.
Published: (2026)
by: Fang, Zhuoyi, et al.
Published: (2026)
Contour-weighted loss for class-imbalanced image segmentation
by: Huang, Zhhengyong, et al.
Published: (2024)
by: Huang, Zhhengyong, et al.
Published: (2024)
ESKNet-An enhanced adaptive selection kernel convolution for breast tumors segmentation
by: Chen, Gongping, et al.
Published: (2022)
by: Chen, Gongping, et al.
Published: (2022)
CATS v2: Hybrid encoders for robust medical segmentation
by: Li, Hao, et al.
Published: (2023)
by: Li, Hao, et al.
Published: (2023)
Which images to label for few-shot medical landmark detection?
by: Quan, Quan, et al.
Published: (2021)
by: Quan, Quan, et al.
Published: (2021)
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging
by: Ramos, Daniela L., et al.
Published: (2024)
by: Ramos, Daniela L., et al.
Published: (2024)
On generalisability of segment anything model for nuclear instance segmentation in histology images
by: Xu, Kesi, et al.
Published: (2024)
by: Xu, Kesi, et al.
Published: (2024)
Training-free image style alignment for self-adapting domain shift on handheld ultrasound devices
by: Zeng, Hongye, et al.
Published: (2024)
by: Zeng, Hongye, et al.
Published: (2024)
Fundus image enhancement through direct diffusion bridges
by: Kim, Sehui, et al.
Published: (2024)
by: Kim, Sehui, et al.
Published: (2024)
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond
by: Chen, Junyu, et al.
Published: (2023)
by: Chen, Junyu, et al.
Published: (2023)
Similar Items
-
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV
by: Yang, Zhiwen, et al.
Published: (2024) -
FS-RWKV: Leveraging Frequency Spatial-Aware RWKV for 3T-to-7T MRI Translation
by: Lei, Yingtie, et al.
Published: (2025) -
Mobile U-ViT: Revisiting large kernel and U-shaped ViT for efficient medical image segmentation
by: Tang, Fenghe, et al.
Published: (2025) -
EvRWKV: A Continuous Interactive RWKV Framework for Effective Event-Guided Low-Light Image Enhancement
by: Cai, Wenjie, et al.
Published: (2025) -
RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation
by: Jiang, Juntao, et al.
Published: (2025)